Pith Number

pith:KR6UPX7M

pith:2021:KR6UPX7MVXE6SINL6YP3IR34BC

not attested not anchored not stored refs pending

Understanding Spending Behavior: Recurrent Neural Network Explanation and Interpretation

Charl Maree, Christian W. Omlin

arxiv:2109.11871 v2 · 2021-09-24 · cs.LG · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KR6UPX7MVXE6SINL6YP3IR34BC}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-07-05T03:39:35.475588Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

547d47dfecadc9e921abf61fb4477c088b1694076bbc850292bd3679904cc4c9

Aliases

arxiv: 2109.11871 · arxiv_version: 2109.11871v2 · doi: 10.48550/arxiv.2109.11871 · pith_short_12: KR6UPX7MVXE6 · pith_short_16: KR6UPX7MVXE6SINL · pith_short_8: KR6UPX7M

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/KR6UPX7MVXE6SINL6YP3IR34BC \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 547d47dfecadc9e921abf61fb4477c088b1694076bbc850292bd3679904cc4c9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c5dbc6b822ce61ee259f1855ffa502ed5e779ebc95c392a5bc6ae66e6784d01c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-09-24T10:32:36Z",
    "title_canon_sha256": "ab89609906044d11bb5f031fe1bbade7f2cb05f2de8b0e8da6618aaa884bd600"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2109.11871",
    "kind": "arxiv",
    "version": 2
  }
}